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@princeton-nlp

Princeton Natural Language Processing

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  1. tree-of-thought-llm tree-of-thought-llm Public

    [NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models

    Python 4.9k 462

  2. LLM-Shearing LLM-Shearing Public

    [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning

    Python 567 48

  3. SimCSE SimCSE Public

    [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

    Python 3.5k 519

  4. SimPO SimPO Public

    [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward

    Python 766 51

Repositories

Showing 10 of 81 repositories
  • il-scaling-in-games Public

    Official code repo of "Scaling Laws for Imitation Learning in Single-Agent Games"

    princeton-nlp/il-scaling-in-games’s past year of commit activity
    Python 8 0 0 0 Updated Dec 18, 2024
  • HELMET Public

    The HELMET Benchmark

    princeton-nlp/HELMET’s past year of commit activity
    Python 93 MIT 10 3 0 Updated Dec 16, 2024
  • ProLong Public

    Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"

    princeton-nlp/ProLong’s past year of commit activity
    Python 141 MIT 5 3 0 Updated Dec 16, 2024
  • Edge-Pruning Public

    [NeurIPS 2024 Spotlight] Code and data for the paper "Finding Transformer Circuits with Edge Pruning".

    princeton-nlp/Edge-Pruning’s past year of commit activity
    Python 36 MIT 5 3 0 Updated Dec 6, 2024
  • LitSearch Public

    [EMNLP 2024] A Retrieval Benchmark for Scientific Literature Search

    princeton-nlp/LitSearch’s past year of commit activity
    Python 69 MIT 5 2 0 Updated Dec 2, 2024
  • continual-factoid-memorization Public

    Continual Memorization of Factoids in Large Language Models

    princeton-nlp/continual-factoid-memorization’s past year of commit activity
    Python 3 MIT 0 0 0 Updated Nov 20, 2024
  • SimPO Public

    [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward

    princeton-nlp/SimPO’s past year of commit activity
    Python 766 MIT 51 20 0 Updated Nov 4, 2024
  • CharXiv Public

    [NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs

    princeton-nlp/CharXiv’s past year of commit activity
    Python 87 Apache-2.0 9 1 0 Updated Oct 20, 2024
  • LESS Public

    [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning

    princeton-nlp/LESS’s past year of commit activity
    Jupyter Notebook 392 MIT 36 14 1 Updated Oct 20, 2024
  • unintentional-unalignment Public

    Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization

    princeton-nlp/unintentional-unalignment’s past year of commit activity
    Python 16 MIT 2 0 0 Updated Oct 17, 2024
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